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Poster
Tue 9:00 The Unreasonable Effectiveness of Fully-Connected Layers for Low-Data Regimes
Peter Kocsis · Peter Súkeník · Guillem Braso · Matthias Niessner · Laura Leal-Taixé · Ismail Elezi
Poster
Tue 9:00 Extracting computational mechanisms from neural data using low-rank RNNs
Adrian Valente · Jonathan Pillow · Srdjan Ostojic
Poster
Thu 14:00 Identifying good directions to escape the NTK regime and efficiently learn low-degree plus sparse polynomials
Eshaan Nichani · Yu Bai · Jason Lee
Workshop
NeuralFuse: Improving the Accuracy of Access-Limited Neural Network Inference in Low-Voltage Regimes
Hao-Lun Sun · Lei Hsiung · Nandhini Chandramoorthy · Pin-Yu Chen · Tsung-Yi Ho
Poster
Tue 9:00 Data-Efficient Pipeline for Offline Reinforcement Learning with Limited Data
Allen Nie · Yannis Flet-Berliac · Deon Jordan · William Steenbergen · Emma Brunskill
Workshop
Spatio-Temporal Weathering Predictions in the Sparse Data Regime with Gaussian Processes
Giovanni De Felice · Vladimir Gusev · John Goulermas · Michael Gaultois · Matthew Rosseinsky · Catherine Gauvin
Poster
Wed 9:00 Two-layer neural network on infinite dimensional data: global optimization guarantee in the mean-field regime
Naoki Nishikawa · Taiji Suzuki · Atsushi Nitanda · Denny Wu